On some Asymptotic Properties of the Extended Cosine Burr XII Distribution

In statistics, asymptotic functions provide a powerful framework for understanding the behavior of functions or statistical procedures within the limits of certain parameters. Also, in reliability, mean residual life assumes a critical role in evaluating the durability and effectiveness of diverse components. In addition, order statistics are essential tools in extreme value analysis. In this article, a new probability model is proposed based on the extended cosine-G family of distributions, called extended cosine Burr XII (ECSBXII) distribution. Some important basic properties are derived. We drive and study the asymptotic of mean residual life and asymptotic of the extreme order statistics of the ECSBXII distribution. An illustrative application of asymptotic MRL of ECBXII is given using simulation studies.

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Publication Details

Journal
UMYU Scientifica
Published
2024-12-30
DOI
https://doi.org/10.56919/usci.2434.031
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
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article

On some Asymptotic Properties of the Extended Cosine Burr XII Distribution

Usman Mukhtar, Isyaku Muhammad, Ibrahim Abdullahi
UMYU Scientifica
Statistical Distribution Estimation and Applications
article

On some Asymptotic Properties of the Extended Cosine Burr XII Distribution

Usman Mukhtar, Isyaku Muhammad, Ibrahim Abdullahi
article en

Abstract

In statistics, asymptotic functions provide a powerful framework for understanding the behavior of functions or statistical procedures within the limits of certain parameters. Also, in reliability, mean residual life assumes a critical role in evaluating the durability and effectiveness of diverse components. In addition, order statistics are essential tools in extreme value analysis. In this article, a new probability model is proposed based on the extended cosine-G family of distributions, called extended cosine Burr XII (ECSBXII) distribution. Some important basic properties are derived. We drive and study the asymptotic of mean residual life and asymptotic of the extreme order statistics of the ECSBXII distribution. An illustrative application of asymptotic MRL of ECBXII is given using simulation studies.

UMYU ScientificaVol. 3(4)
Kwara State Polytechnic (NG), Hassan Usman Katsina Polytechnic (NG), Maitama Sule University Kano (NG)
Openalex Percentile: Top 73%
Statistical Distribution Estimation and Applications
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